<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />

<title>Replication</title>

<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>



<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
div.traceback-wrapper pre.traceback {
  max-height: 600px;
  overflow: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  display: flex;
  flex-direction: row;
  justify-content: space-between;
  padding: 5px;
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
[dir="rtl"] #ipython_notebook {
  margin-right: 10px;
  margin-left: 0;
}
[dir="rtl"] #ipython_notebook.pull-left {
  float: right !important;
  float: right;
}
.flex-spacer {
  flex: 1;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#kernel_logo_widget {
  margin: 0 10px;
}
span#login_widget {
  float: right;
}
[dir="rtl"] span#login_widget {
  float: left;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
.modal-header {
  cursor: move;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
[dir="rtl"] .center-nav form.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] .center-nav .navbar-text {
  float: right;
}
[dir="rtl"] .navbar-inner {
  text-align: right;
}
[dir="rtl"] div.text-left {
  text-align: right;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  position: absolute;
  display: block;
  width: 100%;
  height: 100%;
  overflow: hidden;
  cursor: pointer;
  opacity: 0;
  z-index: 2;
}
.alternate_upload .btn-xs > input.fileinput {
  margin: -1px -5px;
}
.alternate_upload .btn-upload {
  position: relative;
  height: 22px;
}
::-webkit-file-upload-button {
  cursor: pointer;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
ul#tabs {
  margin-bottom: 4px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
[dir="rtl"] ul#tabs.nav-tabs > li {
  float: right;
}
[dir="rtl"] ul#tabs.nav.nav-tabs {
  padding-right: 0;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .list_toolbar .col-sm-4,
[dir="rtl"] .list_toolbar .col-sm-8 {
  float: right;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: text-bottom;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
[dir="rtl"] .list_item > div input {
  margin-right: 0;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_modified {
  margin-right: 7px;
  margin-left: 7px;
}
[dir="rtl"] .item_modified.pull-right {
  float: left !important;
  float: left;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
[dir="rtl"] .item_buttons.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .item_buttons .kernel-name {
  margin-left: 7px;
  float: right;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
.sort_button {
  display: inline-block;
  padding-left: 7px;
}
[dir="rtl"] .sort_button.pull-right {
  float: left !important;
  float: left;
}
#tree-selector {
  padding-right: 0px;
}
#button-select-all {
  min-width: 50px;
}
[dir="rtl"] #button-select-all.btn {
  float: right ;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
  margin-top: 2px;
  height: 16px;
}
[dir="rtl"] #select-all.pull-left {
  float: right !important;
  float: right;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.fa-pull-left {
  margin-right: .3em;
}
.folder_icon:before.fa-pull-right {
  margin-left: .3em;
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.fa-pull-left {
  margin-right: .3em;
}
.file_icon:before.fa-pull-right {
  margin-left: .3em;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
#new-menu .dropdown-header {
  font-size: 10px;
  border-bottom: 1px solid #e5e5e5;
  padding: 0 0 3px;
  margin: -3px 20px 0;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.move-button {
  display: none;
}
.download-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
.CodeMirror-dialog {
  background-color: #fff;
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI escape sequences */
/* The color values are a mix of
   http://www.xcolors.net/dl/baskerville-ivorylight and
   http://www.xcolors.net/dl/euphrasia */
.ansi-black-fg {
  color: #3E424D;
}
.ansi-black-bg {
  background-color: #3E424D;
}
.ansi-black-intense-fg {
  color: #282C36;
}
.ansi-black-intense-bg {
  background-color: #282C36;
}
.ansi-red-fg {
  color: #E75C58;
}
.ansi-red-bg {
  background-color: #E75C58;
}
.ansi-red-intense-fg {
  color: #B22B31;
}
.ansi-red-intense-bg {
  background-color: #B22B31;
}
.ansi-green-fg {
  color: #00A250;
}
.ansi-green-bg {
  background-color: #00A250;
}
.ansi-green-intense-fg {
  color: #007427;
}
.ansi-green-intense-bg {
  background-color: #007427;
}
.ansi-yellow-fg {
  color: #DDB62B;
}
.ansi-yellow-bg {
  background-color: #DDB62B;
}
.ansi-yellow-intense-fg {
  color: #B27D12;
}
.ansi-yellow-intense-bg {
  background-color: #B27D12;
}
.ansi-blue-fg {
  color: #208FFB;
}
.ansi-blue-bg {
  background-color: #208FFB;
}
.ansi-blue-intense-fg {
  color: #0065CA;
}
.ansi-blue-intense-bg {
  background-color: #0065CA;
}
.ansi-magenta-fg {
  color: #D160C4;
}
.ansi-magenta-bg {
  background-color: #D160C4;
}
.ansi-magenta-intense-fg {
  color: #A03196;
}
.ansi-magenta-intense-bg {
  background-color: #A03196;
}
.ansi-cyan-fg {
  color: #60C6C8;
}
.ansi-cyan-bg {
  background-color: #60C6C8;
}
.ansi-cyan-intense-fg {
  color: #258F8F;
}
.ansi-cyan-intense-bg {
  background-color: #258F8F;
}
.ansi-white-fg {
  color: #C5C1B4;
}
.ansi-white-bg {
  background-color: #C5C1B4;
}
.ansi-white-intense-fg {
  color: #A1A6B2;
}
.ansi-white-intense-bg {
  background-color: #A1A6B2;
}
.ansi-default-inverse-fg {
  color: #FFFFFF;
}
.ansi-default-inverse-bg {
  background-color: #000000;
}
.ansi-bold {
  font-weight: bold;
}
.ansi-underline {
  text-decoration: underline;
}
/* The following styles are deprecated an will be removed in a future version */
.ansibold {
  font-weight: bold;
}
.ansi-inverse {
  outline: 0.5px dotted;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  position: relative;
  overflow: visible;
}
div.cell:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: transparent;
}
div.cell.jupyter-soft-selected {
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected,
div.cell.selected.jupyter-soft-selected {
  border-color: #ababab;
}
div.cell.selected:before,
div.cell.selected.jupyter-soft-selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #42A5F5;
}
@media print {
  div.cell.selected,
  div.cell.selected.jupyter-soft-selected {
    border-color: transparent;
  }
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
}
.edit_mode div.cell.selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #66BB6A;
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  /* Note that this should set vertical padding only, since CodeMirror assumes
       that horizontal padding will be set on CodeMirror pre */
  padding: 0.4em 0;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
    use .CodeMirror-lines for vertical */
  padding: 0 0.4em;
  border: 0;
  border-radius: 0;
}
.CodeMirror-cursor {
  border-left: 1.4px solid black;
}
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .CodeMirror-cursor {
    border-left: 2px solid black;
  }
}
@media screen and (min-width: 4320px) {
  .CodeMirror-cursor {
    border-left: 4px solid black;
  }
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.ansi-black-fg { color: #3E424D; }
.ansi-black-bg { background-color: #3E424D; }
.ansi-black-intense-fg { color: #282C36; }
.ansi-black-intense-bg { background-color: #282C36; }
.ansi-red-fg { color: #E75C58; }
.ansi-red-bg { background-color: #E75C58; }
.ansi-red-intense-fg { color: #B22B31; }
.ansi-red-intense-bg { background-color: #B22B31; }
.ansi-green-fg { color: #00A250; }
.ansi-green-bg { background-color: #00A250; }
.ansi-green-intense-fg { color: #007427; }
.ansi-green-intense-bg { background-color: #007427; }
.ansi-yellow-fg { color: #DDB62B; }
.ansi-yellow-bg { background-color: #DDB62B; }
.ansi-yellow-intense-fg { color: #B27D12; }
.ansi-yellow-intense-bg { background-color: #B27D12; }
.ansi-blue-fg { color: #208FFB; }
.ansi-blue-bg { background-color: #208FFB; }
.ansi-blue-intense-fg { color: #0065CA; }
.ansi-blue-intense-bg { background-color: #0065CA; }
.ansi-magenta-fg { color: #D160C4; }
.ansi-magenta-bg { background-color: #D160C4; }
.ansi-magenta-intense-fg { color: #A03196; }
.ansi-magenta-intense-bg { background-color: #A03196; }
.ansi-cyan-fg { color: #60C6C8; }
.ansi-cyan-bg { background-color: #60C6C8; }
.ansi-cyan-intense-fg { color: #258F8F; }
.ansi-cyan-intense-bg { background-color: #258F8F; }
.ansi-white-fg { color: #C5C1B4; }
.ansi-white-bg { background-color: #C5C1B4; }
.ansi-white-intense-fg { color: #A1A6B2; }
.ansi-white-intense-bg { background-color: #A1A6B2; }

.ansi-bold { font-weight: bold; }

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<style type="text/css">
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
<span class="kn">import</span> <span class="nn">matplotlib</span>
<span class="kn">import</span> <span class="nn">scipy</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">from</span> <span class="nn">scipy</span> <span class="kn">import</span> <span class="n">signal</span><span class="p">,</span><span class="n">fftpack</span>
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<h4 id="versions">versions<a class="anchor-link" href="#versions">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;numpy:&#39;</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">version</span><span class="o">.</span><span class="n">version</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;pandas:&#39;</span><span class="p">,</span><span class="n">pd</span><span class="o">.</span><span class="n">__version__</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;matplotlib:&#39;</span><span class="p">,</span><span class="n">matplotlib</span><span class="o">.</span><span class="n">__version__</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;scipy:&#39;</span><span class="p">,</span><span class="n">scipy</span><span class="o">.</span><span class="n">__version__</span><span class="p">)</span>
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<pre>numpy: 1.15.2
pandas: 0.23.4
matplotlib: 3.0.0
scipy: 1.1.0
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<h4 id="ploting-paramas">ploting paramas<a class="anchor-link" href="#ploting-paramas">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">rc</span><span class="p">(</span><span class="s1">&#39;font&#39;</span><span class="p">,</span> <span class="n">family</span><span class="o">=</span><span class="s1">&#39;serif&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rc</span><span class="p">(</span><span class="s1">&#39;xtick&#39;</span><span class="p">,</span> <span class="n">labelsize</span><span class="o">=</span><span class="s1">&#39;x-small&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rc</span><span class="p">(</span><span class="s1">&#39;ytick&#39;</span><span class="p">,</span> <span class="n">labelsize</span><span class="o">=</span><span class="s1">&#39;x-small&#39;</span><span class="p">)</span>
<span class="n">org_params</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span>
<span class="n">params</span> <span class="o">=</span> <span class="p">{</span>
   <span class="s1">&#39;axes.labelsize&#39;</span><span class="p">:</span> <span class="mi">8</span><span class="p">,</span>
   <span class="s1">&#39;font.size&#39;</span><span class="p">:</span> <span class="mi">8</span><span class="p">,</span>
   <span class="s1">&#39;legend.fontsize&#39;</span><span class="p">:</span> <span class="mi">10</span><span class="p">,</span>
   <span class="s1">&#39;xtick.labelsize&#39;</span><span class="p">:</span> <span class="mi">8</span><span class="p">,</span>
   <span class="s1">&#39;ytick.labelsize&#39;</span><span class="p">:</span> <span class="mi">8</span><span class="p">,</span>
   <span class="s1">&#39;text.usetex&#39;</span><span class="p">:</span> <span class="kc">False</span><span class="p">,</span>
   <span class="s1">&#39;figure.figsize&#39;</span><span class="p">:</span> <span class="p">[</span><span class="mf">4.5</span><span class="p">,</span> <span class="mf">4.5</span><span class="p">]</span>
   <span class="p">}</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">params</span><span class="p">)</span>
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<h4 id="load-the-riot-data">load the riot data<a class="anchor-link" href="#load-the-riot-data">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s1">&#39;Riots_per_day.csv&#39;</span><span class="p">,</span><span class="n">header</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
<span class="n">df</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
<span class="n">df</span><span class="o">.</span><span class="n">index</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">index</span><span class="p">,</span><span class="n">yearfirst</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">dayfirst</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
<span class="n">df</span> <span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">squeeze</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">min</span><span class="p">(),</span><span class="n">df</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">date</span><span class="o">.</span><span class="n">max</span><span class="p">())</span>
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<pre>2013-01-01 2016-01-01
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<h4 id="calculate-Fourier-Transform-and-extract-time-series-for">calculate Fourier Transform and extract time series for<a class="anchor-link" href="#calculate-Fourier-Transform-and-extract-time-series-for">&#182;</a></h4><ol>
<li>riots with only cycles</li>
<li>riots with cycles removed</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">bandpassfilter</span><span class="p">(</span><span class="n">series</span><span class="p">,</span><span class="n">days</span><span class="p">,</span><span class="n">Qvalue</span><span class="p">,</span><span class="n">btype</span> <span class="o">=</span> <span class="s1">&#39;bandpass&#39;</span><span class="p">):</span>
    <span class="n">halfBW</span> <span class="o">=</span> <span class="p">((</span><span class="mi">2</span><span class="o">/</span><span class="n">days</span><span class="p">)</span><span class="o">/</span><span class="n">Qvalue</span><span class="p">)</span><span class="o">/</span><span class="mi">2</span>
    <span class="n">low</span> <span class="o">=</span> <span class="p">(</span><span class="mi">2</span><span class="o">/</span><span class="n">days</span><span class="p">)</span> <span class="o">-</span> <span class="n">halfBW</span>
    <span class="n">high</span> <span class="o">=</span> <span class="p">(</span><span class="mi">2</span><span class="o">/</span><span class="n">days</span><span class="p">)</span> <span class="o">+</span> <span class="n">halfBW</span>
    <span class="n">b</span><span class="p">,</span> <span class="n">a</span> <span class="o">=</span> <span class="n">signal</span><span class="o">.</span><span class="n">butter</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span> <span class="p">[</span><span class="n">low</span><span class="p">,</span> <span class="n">high</span><span class="p">],</span> <span class="n">btype</span><span class="o">=</span><span class="n">btype</span><span class="p">)</span>
    <span class="n">series</span> <span class="o">=</span> <span class="n">signal</span><span class="o">.</span><span class="n">lfilter</span><span class="p">(</span><span class="n">b</span><span class="p">,</span> <span class="n">a</span><span class="p">,</span> <span class="n">series</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">series</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Q</span> <span class="o">=</span> <span class="mi">15</span>
<span class="n">df</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;OriginalTS&#39;</span>
<span class="c1">## cycles found under bootsraping test of 95% precentile</span>
<span class="n">cycles</span> <span class="o">=</span> <span class="p">[</span><span class="mf">3.501</span><span class="p">,</span><span class="mf">4.10</span><span class="p">,</span><span class="mf">5.4</span><span class="p">,</span><span class="mi">7</span><span class="p">,</span><span class="mf">11.784</span><span class="p">,</span>
          <span class="mf">14.051</span><span class="p">,</span><span class="mf">21.92</span><span class="p">,</span><span class="mf">49.818</span><span class="p">,</span><span class="mf">57.684</span><span class="p">,</span><span class="mf">121.777</span><span class="p">,</span><span class="mi">274</span><span class="p">,</span><span class="mf">365.333</span><span class="p">]</span>
<span class="k">for</span> <span class="n">ind</span><span class="p">,</span><span class="n">cyc</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">cycles</span><span class="p">):</span>
    <span class="k">if</span> <span class="n">ind</span><span class="o">==</span><span class="mi">0</span><span class="p">:</span>
        <span class="n">i</span><span class="p">,</span> <span class="n">u</span> <span class="o">=</span> <span class="n">signal</span><span class="o">.</span><span class="n">iirnotch</span><span class="p">(</span><span class="n">w0</span><span class="o">=</span><span class="mi">2</span> <span class="o">/</span> <span class="p">(</span><span class="n">cyc</span><span class="p">),</span> <span class="n">Q</span><span class="o">=</span><span class="n">Q</span><span class="p">)</span>
        <span class="n">yCycRemoved</span> <span class="o">=</span> <span class="n">signal</span><span class="o">.</span><span class="n">lfilter</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">u</span><span class="p">,</span> <span class="n">df</span><span class="p">)</span>
    <span class="k">else</span><span class="p">:</span>
        <span class="n">i</span><span class="p">,</span> <span class="n">u</span> <span class="o">=</span> <span class="n">signal</span><span class="o">.</span><span class="n">iirnotch</span><span class="p">(</span><span class="n">w0</span><span class="o">=</span><span class="mi">2</span> <span class="o">/</span> <span class="p">(</span><span class="n">cyc</span><span class="p">),</span> <span class="n">Q</span><span class="o">=</span><span class="n">Q</span><span class="p">)</span>
        <span class="n">yCycRemoved</span> <span class="o">=</span> <span class="n">signal</span><span class="o">.</span><span class="n">lfilter</span><span class="p">(</span><span class="n">i</span><span class="p">,</span> <span class="n">u</span><span class="p">,</span> <span class="n">yCycRemoved</span><span class="p">)</span>

<span class="n">yCycRemoved</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">yCycRemoved</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
<span class="n">yCycRemoved</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;CycleRemoved&#39;</span>


<span class="n">filters</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
<span class="k">for</span> <span class="n">cyc</span> <span class="ow">in</span> <span class="n">cycles</span><span class="p">:</span>
    <span class="n">filters</span> <span class="o">=</span> <span class="n">filters</span><span class="o">+</span><span class="n">bandpassfilter</span><span class="p">(</span><span class="n">df</span> <span class="p">,</span> <span class="n">cyc</span><span class="p">,</span> <span class="n">Q</span><span class="p">,</span><span class="n">btype</span> <span class="o">=</span> <span class="s1">&#39;bandpass&#39;</span><span class="p">)</span>

<span class="n">yCycKept</span> <span class="o">=</span> <span class="n">filters</span><span class="o">+</span><span class="n">df</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>

<span class="n">yCycKept</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">yCycKept</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="n">df</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
<span class="n">yCycKept</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="s1">&#39;CycleKept&#39;</span>

<span class="c1"># combining everything and some cleaning(can&#39;t be minus events or fraction events)</span>
<span class="n">df_w_Fourier</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">df</span><span class="p">,</span><span class="n">yCycRemoved</span><span class="p">,</span><span class="n">yCycKept</span><span class="p">,],</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
<span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">df</span> <span class="o">-</span> <span class="nb">round</span><span class="p">(</span><span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleKept&#39;</span><span class="p">]))</span>
<span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleKept&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleKept&#39;</span><span class="p">])</span>
<span class="n">df_w_Fourier</span><span class="p">[</span><span class="n">df_w_Fourier</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mi">0</span>
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<h4 id="create-Figure-1---Weekly-Number-of-Riots-in-Jerusalem,-2013-2015">create Figure 1 - Weekly Number of Riots in Jerusalem, 2013-2015<a class="anchor-link" href="#create-Figure-1---Weekly-Number-of-Riots-in-Jerusalem,-2013-2015">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span>
<span class="n">fig</span><span class="p">,</span><span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">nrows</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span><span class="n">ncols</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span><span class="mi">5</span><span class="p">),</span><span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">)</span>
<span class="n">res</span> <span class="o">=</span> <span class="s1">&#39;1w&#39;</span>

<span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>

<span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">df</span><span class="o">.</span><span class="n">resample</span><span class="p">(</span><span class="n">res</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">(),</span> <span class="s1">&#39;b&#39;</span><span class="p">)</span>

<span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Weekly number </span><span class="se">\n</span><span class="s1">of Riot Events&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Riot</span><span class="se">\n</span><span class="s1">Data&#39;</span><span class="p">],</span><span class="n">framealpha</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span><span class="n">loc</span><span class="o">=</span><span class="s1">&#39;upper left&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
<span class="n">fig</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;figure_1_events_over_time.jpeg&#39;</span><span class="p">)</span>
</pre></div>

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<pre>&lt;Figure size 324x324 with 0 Axes&gt;</pre>
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<h4 id="create-Figure-2:-Selecting-case-for-comparison---Riots-in-Jerusalem,-2013-2015">create Figure 2: Selecting case for comparison - Riots in Jerusalem, 2013-2015<a class="anchor-link" href="#create-Figure-2:-Selecting-case-for-comparison---Riots-in-Jerusalem,-2013-2015">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ImportantDates</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;2013-09-27&#39;</span><span class="p">:</span><span class="s1">&#39;2nd Intifada anniversary&#39;</span><span class="p">,</span>
 <span class="s1">&#39;2014-09-27&#39;</span><span class="p">:</span><span class="s1">&#39;2nd Intifada anniversary&#39;</span><span class="p">,</span>
 <span class="s1">&#39;2015-09-27&#39;</span><span class="p">:</span><span class="s1">&#39;2nd Intifada anniversary&#39;</span><span class="p">,</span>
 <span class="s1">&#39;2013-06-05&#39;</span><span class="p">:</span><span class="s1">&#39;Six-Day War anniversary&#39;</span><span class="p">,</span>
 <span class="s1">&#39;2014-06-05&#39;</span><span class="p">:</span><span class="s1">&#39;Six-Day War anniversary&#39;</span><span class="p">,</span>
 <span class="s1">&#39;2015-06-05&#39;</span><span class="p">:</span><span class="s1">&#39;Six-Day War anniversary&#39;</span><span class="p">,</span>
<span class="s1">&#39;2013-08-07&#39;</span><span class="p">:</span><span class="s1">&#39;Ramadan ends&#39;</span><span class="p">,</span>
<span class="s1">&#39;2013-07-08&#39;</span><span class="p">:</span><span class="s1">&#39;Ramadan begins&#39;</span><span class="p">,</span>
<span class="s1">&#39;2014-06-28&#39;</span><span class="p">:</span><span class="s1">&#39;Ramadan begins&#39;</span><span class="p">,</span>
<span class="s1">&#39;2014-07-28&#39;</span><span class="p">:</span><span class="s1">&#39;Ramadan ends&#39;</span><span class="p">,</span>
<span class="s1">&#39;2015-06-17&#39;</span><span class="p">:</span><span class="s1">&#39;Ramadan begins&#39;</span><span class="p">,</span>
<span class="s1">&#39;2015-07-16&#39;</span><span class="p">:</span><span class="s1">&#39;Ramadan ends&#39;</span><span class="p">,</span>
<span class="s1">&#39;2013-05-07&#39;</span><span class="p">:</span><span class="s1">&#39;Jerusalem day&#39;</span><span class="p">,</span>
<span class="s1">&#39;2014-05-27&#39;</span><span class="p">:</span><span class="s1">&#39;Jerusalem day&#39;</span><span class="p">,</span>
<span class="s1">&#39;2015-05-16&#39;</span><span class="p">:</span><span class="s1">&#39;Jerusalem day&#39;</span><span class="p">}</span>

<span class="n">event_converter</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;2nd Intifada anniversary&#39;</span><span class="p">:</span><span class="s1">&#39;e&#39;</span><span class="p">,</span>
                  <span class="s1">&#39;Six-Day War anniversary&#39;</span><span class="p">:</span><span class="s1">&#39;b&#39;</span><span class="p">,</span>
                  <span class="s1">&#39;Ramadan begins&#39;</span><span class="p">:</span><span class="s1">&#39;c&#39;</span><span class="p">,</span>
                  <span class="s1">&#39;Ramadan ends&#39;</span><span class="p">:</span><span class="s1">&#39;d&#39;</span><span class="p">,</span>
                  <span class="s1">&#39;Jerusalem day&#39;</span><span class="p">:</span><span class="s1">&#39;a&#39;</span><span class="p">}</span>
<span class="n">simbol_to_event_converter</span> <span class="o">=</span> <span class="p">{}</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">event_converter</span><span class="p">:</span>
    <span class="n">simbol_to_event_converter</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="n">event_converter</span><span class="p">[</span><span class="n">i</span><span class="p">]:</span><span class="n">i</span><span class="p">})</span>
<span class="n">ImportantDates</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">ImportantDates</span><span class="p">)</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
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<pre>2013-05-07               Jerusalem day
2013-06-05     Six-Day War anniversary
2013-07-08              Ramadan begins
2013-08-07                Ramadan ends
2013-09-27    2nd Intifada anniversary
2014-05-27               Jerusalem day
2014-06-05     Six-Day War anniversary
2014-06-28              Ramadan begins
2014-07-28                Ramadan ends
2014-09-27    2nd Intifada anniversary
2015-05-16               Jerusalem day
2015-06-05     Six-Day War anniversary
2015-06-17              Ramadan begins
2015-07-16                Ramadan ends
2015-09-27    2nd Intifada anniversary
dtype: object</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">plot_sub</span><span class="p">(</span><span class="n">i</span><span class="p">,</span><span class="n">ax</span><span class="p">,</span><span class="n">ImportantDates</span><span class="p">,</span><span class="n">y</span> <span class="o">=</span> <span class="mi">100</span><span class="p">):</span>
        <span class="n">res</span> <span class="o">=</span> <span class="s1">&#39;1w&#39;</span>
        <span class="k">try</span><span class="p">:</span>
            <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
            <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
            <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
        <span class="k">except</span><span class="p">:</span>
            <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
            <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
            <span class="n">ax</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
            
        <span class="c1">#for visualization porposes we handle each subplot a bit differently </span>
        <span class="c1"># to make sure every text and line is not over eachother</span>
        <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> 
            <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;OriginalTS&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">resample</span><span class="p">(</span><span class="n">res</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">(),</span> <span class="s1">&#39;b&#39;</span><span class="p">)</span>
            <span class="k">for</span> <span class="n">v</span><span class="p">,</span><span class="n">date</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">ImportantDates</span><span class="o">.</span><span class="n">index</span><span class="p">):</span>
                <span class="n">date_formated</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">date</span><span class="p">,</span><span class="n">yearfirst</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">dayfirst</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
                <span class="n">text_date</span> <span class="o">=</span> <span class="n">date_formated</span> <span class="o">-</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="mi">14</span><span class="p">)</span>

                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">axvline</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">date_formated</span><span class="p">,</span> <span class="n">ymin</span><span class="o">=-</span><span class="mi">2</span><span class="p">,</span> <span class="n">ymax</span><span class="o">=</span><span class="mi">70</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">,</span><span class="n">linestyle</span> <span class="o">=</span> <span class="s1">&#39;--&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">text_date</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="n">y</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="s1">&#39; </span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">event_converter</span><span class="p">[</span><span class="n">ImportantDates</span><span class="p">[</span><span class="n">date</span><span class="p">]]),</span><span class="n">weight</span><span class="o">=</span><span class="s2">&quot;bold&quot;</span><span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="mi">11</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Weekly number </span><span class="se">\n</span><span class="s1">of Riot Events&#39;</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Original</span><span class="se">\n</span><span class="s1">Riot</span><span class="se">\n</span><span class="s1">Data&#39;</span><span class="p">],</span><span class="n">framealpha</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span><span class="n">loc</span><span class="o">=</span><span class="s1">&#39;upper left&#39;</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">xaxis</span><span class="o">.</span><span class="n">set_ticklabels</span><span class="p">([])</span>

        <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> 
            <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleKept&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">resample</span><span class="p">(</span><span class="n">res</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">(),</span> <span class="s1">&#39;g&#39;</span><span class="p">)</span>
            <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Weekly number </span><span class="se">\n</span><span class="s1">of Riot Events&#39;</span><span class="p">)</span>
            <span class="k">for</span> <span class="n">v</span><span class="p">,</span><span class="n">date</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">ImportantDates</span><span class="o">.</span><span class="n">index</span><span class="p">):</span>

                <span class="n">date_formated</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">date</span><span class="p">,</span><span class="n">yearfirst</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">dayfirst</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">axvline</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">date_formated</span><span class="p">,</span> <span class="n">ymin</span><span class="o">=-</span><span class="mi">2</span><span class="p">,</span> <span class="n">ymax</span><span class="o">=</span><span class="mi">70</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">,</span><span class="n">linestyle</span> <span class="o">=</span> <span class="s1">&#39;--&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Weekly number </span><span class="se">\n</span><span class="s1">of Riot Events&#39;</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Cycles</span><span class="se">\n</span><span class="s1">Data&#39;</span><span class="p">],</span><span class="n">framealpha</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span><span class="n">loc</span><span class="o">=</span><span class="s1">&#39;upper left&#39;</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">xaxis</span><span class="o">.</span><span class="n">set_ticklabels</span><span class="p">([])</span>
                
        <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span> 
            <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">resample</span><span class="p">(</span><span class="n">res</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">(),</span> <span class="s1">&#39;r&#39;</span><span class="p">)</span>
            <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Weekly number </span><span class="se">\n</span><span class="s1">of Riot Events&#39;</span><span class="p">)</span>
            <span class="k">for</span> <span class="n">v</span><span class="p">,</span><span class="n">date</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">ImportantDates</span><span class="o">.</span><span class="n">index</span><span class="p">):</span>

                <span class="n">date_formated</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">date</span><span class="p">,</span><span class="n">yearfirst</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span><span class="n">dayfirst</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">axvline</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">date_formated</span><span class="p">,</span> <span class="n">ymin</span><span class="o">=-</span><span class="mi">2</span><span class="p">,</span> <span class="n">ymax</span><span class="o">=</span><span class="mi">70</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">,</span><span class="n">linestyle</span> <span class="o">=</span> <span class="s1">&#39;--&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Cycles</span><span class="se">\n</span><span class="s1">Removed&#39;</span><span class="p">],</span><span class="n">framealpha</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span><span class="n">loc</span><span class="o">=</span><span class="s1">&#39;upper left&#39;</span><span class="p">)</span>
                <span class="n">ax</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Weekly number </span><span class="se">\n</span><span class="s1">of Riot Events&#39;</span><span class="p">)</span>
    
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">ImportantDates</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">ImportantDates</span><span class="p">)</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>

<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">()</span>
<span class="n">fig</span><span class="p">,</span><span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">nrows</span><span class="o">=</span><span class="mi">3</span><span class="p">,</span><span class="n">ncols</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span><span class="mi">5</span><span class="p">),</span><span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">)</span>
<span class="n">i</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">plot_sub</span><span class="p">(</span><span class="n">i</span><span class="p">,</span><span class="n">ax</span><span class="p">,</span><span class="n">ImportantDates</span><span class="p">)</span>
<span class="n">i</span> <span class="o">=</span> <span class="mi">1</span>
<span class="n">plot_sub</span><span class="p">(</span><span class="n">i</span><span class="p">,</span><span class="n">ax</span><span class="p">,</span><span class="n">ImportantDates</span><span class="p">)</span>
<span class="n">i</span> <span class="o">=</span> <span class="mi">2</span>
<span class="n">plot_sub</span><span class="p">(</span><span class="n">i</span><span class="p">,</span><span class="n">ax</span><span class="p">,</span><span class="n">ImportantDates</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">subplots_adjust</span><span class="p">(</span><span class="n">bottom</span><span class="o">=</span><span class="mf">0.11</span><span class="p">)</span>

<span class="n">fig</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="mf">0.05</span><span class="p">,</span> <span class="mf">0.008</span><span class="p">,</span> <span class="s1">&#39;</span><span class="se">\n</span><span class="s1">(a): </span><span class="si">{}</span><span class="s1">, (b): </span><span class="si">{}</span><span class="s1">, (c) :</span><span class="si">{}</span><span class="s1">,(d) :</span><span class="si">{}</span><span class="s1">,(e) :</span><span class="si">{}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">simbol_to_event_converter</span><span class="p">[</span><span class="s1">&#39;a&#39;</span><span class="p">],</span>
                                                                           <span class="n">simbol_to_event_converter</span><span class="p">[</span><span class="s1">&#39;b&#39;</span><span class="p">],</span>
                                                                           <span class="n">simbol_to_event_converter</span><span class="p">[</span><span class="s1">&#39;c&#39;</span><span class="p">],</span>
                                                                           <span class="n">simbol_to_event_converter</span><span class="p">[</span><span class="s1">&#39;d&#39;</span><span class="p">],</span>
                                                                           <span class="n">simbol_to_event_converter</span><span class="p">[</span><span class="s1">&#39;e&#39;</span><span class="p">]),</span> <span class="n">fontsize</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span>
<span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
<span class="n">fig</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;figure_2_case_selection.jpeg&#39;</span><span class="p">)</span>
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<pre>&lt;Figure size 324x324 with 0 Axes&gt;</pre>
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<h4 id="create-Figure-3:-Riots-Patterns-Before-and-After-Major-Events-(Cycles-Removed).">create Figure 3: Riots Patterns Before and After Major Events (Cycles Removed).<a class="anchor-link" href="#create-Figure-3:-Riots-Patterns-Before-and-After-Major-Events-(Cycles-Removed).">&#182;</a></h4>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">data_for_table</span> <span class="o">=</span> <span class="p">{}</span>
<span class="n">event_text_1</span> <span class="o">=</span> <span class="s1">&#39;Anniversary of Second Intifada, Sept. 27, 2013&#39;</span>
<span class="n">event_text_2</span> <span class="o">=</span> <span class="s1">&#39;Murder of Abu Khdeir, July 2, 2014&#39;</span>
<span class="n">event_text_3</span> <span class="o">=</span> <span class="s1">&#39;Ramadan Begins, June 17, 2015&#39;</span> 

<span class="n">windowsize</span> <span class="o">=</span> <span class="mi">60</span>
<span class="n">range_lim</span> <span class="o">=</span> <span class="mi">215</span>
<span class="n">res</span> <span class="o">=</span> <span class="s1">&#39;7d&#39;</span>
<span class="n">res_int</span> <span class="o">=</span> <span class="mi">7</span><span class="o">/</span><span class="mi">2</span>
<span class="n">LetterIndex</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;Intifada</span><span class="se">\n</span><span class="s1"> anniversary&#39;</span><span class="p">,</span><span class="s1">&#39;AK</span><span class="se">\n</span><span class="s1"> murder&#39;</span><span class="p">,</span><span class="s1">&#39;Ramadan</span><span class="se">\n</span><span class="s1">Clashes&#39;</span><span class="p">]</span><span class="c1">#[&#39;A&#39;, &#39;B&#39;, &#39;C&#39;]</span>
<span class="n">fontsize</span> <span class="o">=</span> <span class="mi">12</span>

<span class="c1"># ploting all data</span>
<span class="n">fig</span><span class="p">,</span><span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="n">nrows</span><span class="o">=</span><span class="mi">3</span><span class="p">,</span><span class="n">ncols</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span><span class="mi">5</span><span class="p">),</span><span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">)</span>



<span class="n">Selected_dates</span> <span class="o">=</span> <span class="p">[</span><span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="s1">&#39;2013-09-27&#39;</span><span class="p">),</span>
                  <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="s1">&#39;2014-07-02&#39;</span><span class="p">),</span>
                  <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="s1">&#39;2015-06-23&#39;</span><span class="p">)]</span> 

<span class="c1">##important information</span>
<span class="c1">## Events are not always aligned with the start day exactly but sometimes </span>
<span class="c1">## occur during the follwing week from the selected event </span>
<span class="c1">## hence for &quot;Ramadan begins&quot; on June 17 2015, we use for visualization porpuses June 23 2015</span>
<span class="c1">## the reason is we see the spike of violance not aligned perfectly with the date itself</span>

<span class="c1">### Second Intifida aniversary 2013</span>
<span class="n">ImportantDate</span> <span class="o">=</span> <span class="n">Selected_dates</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">MeanBefore</span> <span class="o">=</span> <span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">][</span><span class="n">ImportantDate</span> <span class="o">-</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">windowsize</span><span class="p">):</span> <span class="n">ImportantDate</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">MeanAfter</span> <span class="o">=</span> <span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">][</span><span class="n">ImportantDate</span><span class="p">:</span> <span class="n">ImportantDate</span> <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">windowsize</span><span class="p">)]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">MeanBefore</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">MeanBefore</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="n">MeanAfter</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">MeanAfter</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span>


<span class="n">data_for_table</span><span class="p">[</span><span class="n">event_text_1</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;Mean daily riots in 60 days before&#39;</span><span class="p">:</span><span class="n">MeanBefore</span><span class="p">,</span>
                               <span class="s1">&#39;Mean daily riots in 60 days after&#39;</span><span class="p">:</span><span class="n">MeanAfter</span><span class="p">,</span>
                               <span class="s1">&#39;After/before ratio&#39;</span><span class="p">:</span><span class="nb">round</span><span class="p">(</span><span class="n">MeanAfter</span><span class="o">/</span><span class="n">MeanBefore</span><span class="p">,</span><span class="mi">2</span><span class="p">)}</span>

<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">resample</span><span class="p">(</span><span class="n">res</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">(),</span> <span class="s1">&#39;r&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">([</span><span class="n">ImportantDate</span> <span class="o">-</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">range_lim</span><span class="p">),</span> <span class="n">ImportantDate</span> <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">range_lim</span><span class="p">)])</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;2nd Intifada anniversary(2013-09-27)&#39;</span><span class="p">,</span><span class="n">weight</span><span class="o">=</span><span class="s1">&#39;bold&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Riot Cycles Removed&#39;</span><span class="p">],</span><span class="n">framealpha</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>

<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>

<span class="n">ticklist</span> <span class="o">=</span> <span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">get_xticks</span><span class="p">()</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">(</span><span class="n">ticklist</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Weekly number </span><span class="se">\n</span><span class="s1">of Riot Events&#39;</span><span class="p">)</span>

<span class="n">date</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Timestamp</span><span class="p">(</span><span class="s1">&#39;2013-09-27&#39;</span><span class="p">)</span>        
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">axvline</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">date</span><span class="p">,</span> <span class="n">ymin</span><span class="o">=-</span><span class="mi">2</span><span class="p">,</span> <span class="n">ymax</span><span class="o">=</span><span class="mi">70</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">,</span> <span class="n">linestyle</span> <span class="o">=</span> <span class="s1">&#39;--&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.8</span><span class="p">)</span>

<span class="c1">### Jul 2014 Abu Hdair</span>
<span class="n">ImportantDate</span> <span class="o">=</span> <span class="n">Selected_dates</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>

<span class="n">MeanBefore</span> <span class="o">=</span> <span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">][</span><span class="n">ImportantDate</span> <span class="o">-</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">windowsize</span><span class="p">):</span> <span class="n">ImportantDate</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">MeanAfter</span> <span class="o">=</span> <span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">][</span><span class="n">ImportantDate</span><span class="p">:</span> <span class="n">ImportantDate</span> <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">windowsize</span><span class="p">)]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">MeanBefore</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">MeanBefore</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="n">MeanAfter</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">MeanAfter</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span>


<span class="n">data_for_table</span><span class="p">[</span><span class="n">event_text_2</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;Mean daily riots in 60 days before&#39;</span><span class="p">:</span><span class="n">MeanBefore</span><span class="p">,</span>
                               <span class="s1">&#39;Mean daily riots in 60 days after&#39;</span><span class="p">:</span><span class="n">MeanAfter</span><span class="p">,</span>
                               <span class="s1">&#39;After/before ratio&#39;</span><span class="p">:</span><span class="nb">round</span><span class="p">(</span><span class="n">MeanAfter</span><span class="o">/</span><span class="n">MeanBefore</span><span class="p">,</span><span class="mi">2</span><span class="p">)}</span>

<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">resample</span><span class="p">(</span><span class="n">res</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">(),</span> <span class="s1">&#39;r&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">([</span><span class="n">ImportantDate</span> <span class="o">-</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">range_lim</span><span class="p">),</span> <span class="n">ImportantDate</span> <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">range_lim</span><span class="p">)])</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;AK Murder(2014-07-02)&#39;</span><span class="p">,</span><span class="n">weight</span><span class="o">=</span><span class="s1">&#39;bold&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Riot Cycles Removed&#39;</span><span class="p">],</span><span class="n">framealpha</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="n">ticklist</span> <span class="o">=</span> <span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">get_xticks</span><span class="p">()</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">(</span><span class="n">ticklist</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Weekly number </span><span class="se">\n</span><span class="s1">of Riot Events&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>

<span class="n">date</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Timestamp</span><span class="p">(</span><span class="s1">&#39;2014-07-02&#39;</span><span class="p">)</span>        
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">axvline</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">date</span><span class="p">,</span> <span class="n">ymin</span><span class="o">=-</span><span class="mi">2</span><span class="p">,</span> <span class="n">ymax</span><span class="o">=</span><span class="mi">70</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">,</span> <span class="n">linestyle</span> <span class="o">=</span> <span class="s1">&#39;--&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.8</span><span class="p">)</span>

<span class="c1">#### Ramadan 2015</span>
<span class="n">ImportantDate</span> <span class="o">=</span> <span class="n">Selected_dates</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span>

<span class="n">MeanBefore</span> <span class="o">=</span> <span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">][</span><span class="n">ImportantDate</span> <span class="o">-</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">windowsize</span><span class="p">):</span> <span class="n">ImportantDate</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">MeanAfter</span> <span class="o">=</span> <span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">][</span><span class="n">ImportantDate</span><span class="p">:</span> <span class="n">ImportantDate</span> <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">windowsize</span><span class="p">)]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
<span class="n">MeanBefore</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">MeanBefore</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="n">MeanAfter</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">MeanAfter</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>



<span class="n">data_for_table</span><span class="p">[</span><span class="n">event_text_3</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;Mean daily riots in 60 days before&#39;</span><span class="p">:</span><span class="n">MeanBefore</span><span class="p">,</span>
                               <span class="s1">&#39;Mean daily riots in 60 days after&#39;</span><span class="p">:</span><span class="n">MeanAfter</span><span class="p">,</span>
                               <span class="s1">&#39;After/before ratio&#39;</span><span class="p">:</span><span class="nb">round</span><span class="p">(</span><span class="n">MeanAfter</span><span class="o">/</span><span class="n">MeanBefore</span><span class="p">,</span><span class="mi">2</span><span class="p">)}</span>

<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">df_w_Fourier</span><span class="p">[</span><span class="s1">&#39;CycleRemoved&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">resample</span><span class="p">(</span><span class="n">res</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">(),</span> <span class="s1">&#39;r&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">([</span><span class="n">ImportantDate</span> <span class="o">-</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">range_lim</span><span class="p">),</span> <span class="n">ImportantDate</span> <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">range_lim</span><span class="p">)])</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Ramadan begins(2015-06-17)&#39;</span><span class="p">,</span><span class="n">weight</span><span class="o">=</span><span class="s1">&#39;bold&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Riot Cycles Removed&#39;</span><span class="p">],</span><span class="n">framealpha</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s1">&#39;Weekly number </span><span class="se">\n</span><span class="s1">of Riot Events&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;top&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;right&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">spines</span><span class="p">[</span><span class="s1">&#39;left&#39;</span><span class="p">]</span><span class="o">.</span><span class="n">set_visible</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>

<span class="n">ticklist</span> <span class="o">=</span> <span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">get_xticks</span><span class="p">()</span>

<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">(</span><span class="n">ticklist</span><span class="p">)</span>
<span class="n">date</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Timestamp</span><span class="p">(</span><span class="s1">&#39;2015-06-23&#39;</span><span class="p">)</span>        
<span class="n">ax</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span><span class="o">.</span><span class="n">axes</span><span class="o">.</span><span class="n">axvline</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">date</span><span class="p">,</span> <span class="n">ymin</span><span class="o">=-</span><span class="mi">2</span><span class="p">,</span> <span class="n">ymax</span><span class="o">=</span><span class="mi">70</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;black&#39;</span><span class="p">,</span> <span class="n">linestyle</span> <span class="o">=</span> <span class="s1">&#39;--&#39;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.8</span><span class="p">)</span>


<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Date&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="s1">&#39;figure_3_Riots_Major_events.jpeg&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<p>Table shown in main text is collected during the Figure 3 preparation</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">data_for_table</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">data_for_table</span><span class="p">)</span><span class="o">.</span><span class="n">T</span>
<span class="n">data_for_table</span> <span class="o">=</span> <span class="n">data_for_table</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,[</span><span class="mi">2</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">0</span><span class="p">]]</span>

<span class="n">data_for_table</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="s1">&#39;Table_in_Main_text.csv&#39;</span><span class="p">)</span>
<span class="n">data_for_table</span>
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      <th></th>
      <th>Mean daily riots in 60 days before</th>
      <th>Mean daily riots in 60 days after</th>
      <th>After/before ratio</th>
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      <th>Anniversary of Second Intifada, Sept. 27, 2013</th>
      <td>0.92</td>
      <td>2.25</td>
      <td>2.45</td>
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      <th>Murder of Abu Khdeir, July 2, 2014</th>
      <td>0.34</td>
      <td>3.84</td>
      <td>11.29</td>
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      <th>Ramadan Begins, June 17, 2015</th>
      <td>2.30</td>
      <td>2.00</td>
      <td>0.87</td>
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<h4 id="Calculating-Table-1A-in-the-appendix">Calculating Table 1A in the appendix<a class="anchor-link" href="#Calculating-Table-1A-in-the-appendix">&#182;</a></h4>
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<p>calculating Number of Events Increase from Past Week</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">a</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
<span class="n">d</span> <span class="o">=</span> <span class="p">[]</span>
<span class="n">offset</span> <span class="o">=</span> <span class="mi">8</span> 
<span class="c1">## note that we set it offset=8 </span>
<span class="c1">##to make sure we do not take the middle day</span>
<span class="c1">##in last week and this week calculation</span>

<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">ImportantDates</span><span class="p">)</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
    <span class="n">date</span> <span class="o">=</span> <span class="n">i</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="c1">#ImportantDates[ImportantDates==&#39;Ramadan begins&#39;].index[1]</span>
    <span class="n">event_name</span> <span class="o">=</span> <span class="n">i</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
<span class="c1">#     date = &#39;2014-07-02&#39;</span>
    
    <span class="n">date</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">date</span><span class="p">)</span>
    <span class="n">this_week</span> <span class="o">=</span> <span class="n">a</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">date</span><span class="p">:(</span><span class="n">date</span><span class="o">+</span><span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="n">offset</span><span class="o">-</span><span class="mi">1</span><span class="p">))]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
    <span class="n">last_week</span> <span class="o">=</span> <span class="n">a</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">date</span><span class="o">-</span><span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="n">offset</span><span class="p">):(</span><span class="n">date</span><span class="o">-</span><span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="mi">1</span><span class="p">))]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
    <span class="n">delta</span> <span class="o">=</span> <span class="p">(</span><span class="n">this_week</span><span class="o">-</span><span class="n">last_week</span><span class="p">)</span>
    <span class="n">d</span><span class="o">.</span><span class="n">append</span><span class="p">([</span><span class="n">date</span><span class="o">.</span><span class="n">date</span><span class="p">(),</span><span class="n">event_name</span><span class="p">,</span><span class="n">delta</span><span class="p">,</span><span class="n">this_week</span><span class="p">,</span><span class="n">last_week</span><span class="p">])</span>

    
<span class="n">date</span> <span class="o">=</span> <span class="s1">&#39;2014-07-02&#39;</span><span class="c1">#ImportantDates[ImportantDates==&#39;Ramadan begins&#39;].index[1]</span>
<span class="n">event_name</span> <span class="o">=</span> <span class="s1">&#39;AK_murder&#39;</span>

<span class="n">date</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">date</span><span class="p">)</span>
<span class="n">this_week</span> <span class="o">=</span> <span class="n">a</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">date</span><span class="p">:(</span><span class="n">date</span><span class="o">+</span><span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="n">offset</span><span class="o">-</span><span class="mi">1</span><span class="p">))]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
<span class="n">last_week</span> <span class="o">=</span> <span class="n">a</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">date</span><span class="o">-</span><span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="n">offset</span><span class="p">):(</span><span class="n">date</span><span class="o">-</span><span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">n</span><span class="o">=</span><span class="mi">1</span><span class="p">))]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
<span class="n">delta</span> <span class="o">=</span> <span class="p">(</span><span class="n">this_week</span><span class="o">-</span><span class="n">last_week</span><span class="p">)</span>
<span class="n">d</span><span class="o">.</span><span class="n">append</span><span class="p">([</span><span class="n">date</span><span class="o">.</span><span class="n">date</span><span class="p">(),</span><span class="n">event_name</span><span class="p">,</span><span class="n">delta</span><span class="p">,</span><span class="n">this_week</span><span class="p">,</span><span class="n">last_week</span><span class="p">])</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">d</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">d</span><span class="p">)</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span><span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">,)</span>
<span class="n">d</span><span class="o">.</span><span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;date&#39;</span><span class="p">,</span><span class="s1">&#39;event_name&#39;</span><span class="p">,</span><span class="s1">&#39;delta&#39;</span><span class="p">,</span><span class="s1">&#39;this week&#39;</span><span class="p">,</span><span class="s1">&#39;last week&#39;</span><span class="p">]</span>
<span class="n">d</span> <span class="o">=</span> <span class="n">d</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,[</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">]]</span>
<span class="n">d</span> <span class="o">=</span> <span class="n">d</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;delta&#39;</span><span class="p">:</span><span class="s1">&#39;Number of Events Increase from Past Week&#39;</span><span class="p">})</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">zscore_single_measure</span><span class="p">(</span><span class="n">ts</span><span class="p">):</span>
    <span class="n">measure</span> <span class="o">=</span> <span class="n">ts</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
    <span class="n">st</span> <span class="o">=</span> <span class="n">ts</span><span class="o">.</span><span class="n">std</span><span class="p">()</span>
    <span class="n">mu</span> <span class="o">=</span> <span class="n">ts</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
    <span class="k">return</span> <span class="p">(</span><span class="n">measure</span><span class="o">-</span><span class="n">mu</span><span class="p">)</span><span class="o">/</span><span class="n">st</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">rolling_z_score</span> <span class="o">=</span> <span class="n">a</span><span class="o">.</span><span class="n">expanding</span><span class="p">()</span><span class="o">.</span><span class="n">apply</span><span class="p">(</span><span class="n">zscore_single_measure</span><span class="p">,</span><span class="n">raw</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">offset</span> <span class="o">=</span> <span class="mi">7</span>
<span class="n">dd</span> <span class="o">=</span> <span class="p">[]</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">ImportantDates</span><span class="p">)</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
    <span class="n">date</span> <span class="o">=</span> <span class="n">i</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="c1">#ImportantDates[ImportantDates==&#39;Ramadan begins&#39;].index[1]</span>
    <span class="n">event_name</span> <span class="o">=</span> <span class="n">i</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>


    <span class="n">date</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">date</span><span class="p">)</span>

    <span class="n">dd</span><span class="o">.</span><span class="n">append</span><span class="p">([</span><span class="n">date</span><span class="o">.</span><span class="n">date</span><span class="p">(),</span><span class="n">event_name</span><span class="p">,</span><span class="n">rolling_z_score</span><span class="p">[</span><span class="n">date</span><span class="p">:</span><span class="n">date</span><span class="o">+</span><span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">offset</span><span class="p">)]</span><span class="o">.</span><span class="n">mean</span><span class="p">()])</span>

<span class="n">date</span> <span class="o">=</span> <span class="s1">&#39;2014-07-02&#39;</span><span class="c1">#ImportantDates[ImportantDates==&#39;Ramadan begins&#39;].index[1]</span>
<span class="n">event_name</span> <span class="o">=</span> <span class="s1">&#39;AK murder&#39;</span>
<span class="n">date</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">date</span><span class="p">)</span>
<span class="n">dd</span><span class="o">.</span><span class="n">append</span><span class="p">([</span><span class="n">date</span><span class="o">.</span><span class="n">date</span><span class="p">(),</span><span class="n">event_name</span><span class="p">,</span><span class="n">rolling_z_score</span><span class="p">[</span><span class="n">date</span><span class="p">:</span><span class="n">date</span><span class="o">+</span><span class="n">pd</span><span class="o">.</span><span class="n">DateOffset</span><span class="p">(</span><span class="n">offset</span><span class="p">)]</span><span class="o">.</span><span class="n">mean</span><span class="p">()])</span>

<span class="n">dd</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">dd</span><span class="p">)</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span><span class="n">ascending</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>

<span class="n">dd</span><span class="o">.</span><span class="n">columns</span> <span class="o">=</span> <span class="n">dd</span><span class="o">.</span><span class="n">columns</span><span class="o">.</span><span class="n">rename</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;date&#39;</span><span class="p">,</span><span class="s1">&#39;event_name_y&#39;</span><span class="p">,</span><span class="s1">&#39;Expanding Z-score&#39;</span><span class="p">]</span>
<span class="n">dd</span><span class="p">[</span><span class="s1">&#39;Expanding Z-score&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="nb">round</span><span class="p">(</span><span class="n">dd</span><span class="p">[</span><span class="s1">&#39;Expanding Z-score&#39;</span><span class="p">],</span><span class="mi">3</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">full_table</span> <span class="o">=</span> <span class="n">d</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">dd</span><span class="p">,</span><span class="n">left_on</span><span class="o">=</span><span class="s1">&#39;date&#39;</span><span class="p">,</span><span class="n">right_on</span><span class="o">=</span><span class="s1">&#39;date&#39;</span><span class="p">)</span>
<span class="n">full_table</span> <span class="o">=</span> <span class="n">full_table</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,[</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span><span class="mi">4</span><span class="p">]]</span>
<span class="n">full_table</span><span class="o">.</span><span class="n">to_csv</span><span class="p">(</span><span class="s1">&#39;Table_1A.csv&#39;</span><span class="p">)</span>
<span class="n">full_table</span>
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    <div class="prompt output_prompt">Out[19]:</div>



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<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>date</th>
      <th>event_name</th>
      <th>Number of Events Increase from Past Week</th>
      <th>Expanding Z-score</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>2014-07-02</td>
      <td>AK_murder</td>
      <td>98.0</td>
      <td>3.268</td>
    </tr>
    <tr>
      <th>1</th>
      <td>2015-06-17</td>
      <td>Ramadan begins</td>
      <td>62.0</td>
      <td>2.167</td>
    </tr>
    <tr>
      <th>2</th>
      <td>2014-06-28</td>
      <td>Ramadan begins</td>
      <td>36.0</td>
      <td>1.215</td>
    </tr>
    <tr>
      <th>3</th>
      <td>2013-09-27</td>
      <td>2nd Intifada anniversary</td>
      <td>20.0</td>
      <td>2.053</td>
    </tr>
    <tr>
      <th>4</th>
      <td>2014-09-27</td>
      <td>2nd Intifada anniversary</td>
      <td>17.0</td>
      <td>0.300</td>
    </tr>
    <tr>
      <th>5</th>
      <td>2015-06-05</td>
      <td>Six-Day War anniversary</td>
      <td>16.0</td>
      <td>0.435</td>
    </tr>
    <tr>
      <th>6</th>
      <td>2014-05-27</td>
      <td>Jerusalem day</td>
      <td>12.0</td>
      <td>0.059</td>
    </tr>
    <tr>
      <th>7</th>
      <td>2013-05-07</td>
      <td>Jerusalem day</td>
      <td>4.0</td>
      <td>-0.032</td>
    </tr>
    <tr>
      <th>8</th>
      <td>2013-07-08</td>
      <td>Ramadan begins</td>
      <td>2.0</td>
      <td>-0.323</td>
    </tr>
    <tr>
      <th>9</th>
      <td>2015-05-16</td>
      <td>Jerusalem day</td>
      <td>2.0</td>
      <td>0.250</td>
    </tr>
    <tr>
      <th>10</th>
      <td>2015-09-27</td>
      <td>2nd Intifada anniversary</td>
      <td>-4.0</td>
      <td>0.132</td>
    </tr>
    <tr>
      <th>11</th>
      <td>2015-07-16</td>
      <td>Ramadan ends</td>
      <td>-5.0</td>
      <td>-0.186</td>
    </tr>
    <tr>
      <th>12</th>
      <td>2013-08-07</td>
      <td>Ramadan ends</td>
      <td>-6.0</td>
      <td>0.183</td>
    </tr>
    <tr>
      <th>13</th>
      <td>2013-06-05</td>
      <td>Six-Day War anniversary</td>
      <td>-7.0</td>
      <td>0.049</td>
    </tr>
    <tr>
      <th>14</th>
      <td>2014-06-05</td>
      <td>Six-Day War anniversary</td>
      <td>-7.0</td>
      <td>0.015</td>
    </tr>
    <tr>
      <th>15</th>
      <td>2014-07-28</td>
      <td>Ramadan ends</td>
      <td>-18.0</td>
      <td>0.977</td>
    </tr>
  </tbody>
</table>
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